How to Scrape Trustpilot Reviews — Free No-Code Guide (2026)

#trustpilot #webscraping #api #python

If you need to pull Trustpilot Reviews data at scale and there's no clean official API, this guide shows how to export it to JSON, CSV or Excel in a couple of minutes — with no scraping code to maintain.

We'll use the Trustpilot Reviews Scraper — Ratings, Text & Replies, a hosted scraper on the Apify platform. You only need a free Apify token — no Trustpilot Reviews login, no proxies, no reverse-engineering.

What data you get

Each run returns structured records with fields like:

rating
title
text
authorName
authorLocation
isVerified
experienceDate
publishedDate
replyText
businessName
trustScore
totalReviews
reviewUrl
domain

Results are paginated automatically — you can pull thousands of rows per run and export them as JSON, CSV, Excel, JSONL or XML.

Option 1 — No code (Apify Console)

Open the actor: https://apify.com/logiover/trustpilot-reviews-scraper
Click Try for free.
Leave the input empty for a broad sample, or set the fields below.
Run it, then Export the dataset as CSV/JSON/Excel.

Option 2 — Node.js

npm install trustpilot-reviews-scraper

const scrape = require("trustpilot-reviews-scraper");

(async () => {
  const items = await scrape({}, { token: process.env.APIFY_TOKEN });
  console.log(items.length, "results");
  console.log(items[0]);
})();

Option 3 — Python

pip install trustpilot-reviews-scraper

from trustpilot_reviews_scraper import scrape

items = scrape({}, token="YOUR_APIFY_TOKEN")
print(len(items), "results")
print(items[0])

Grab a free token at https://console.apify.com/account/integrations.

Input options

Field	Type	What it does
`companyDomains`	array	Companies (domains or Trustpilot URLs)
`maxReviews`	integer	Max reviews per company
`starRatings`	array	Star ratings filter
`language`	string	Review language
`proxyConfiguration`	object	Proxy

Common use cases

Build a fresh Trustpilot Reviews dataset for analysis or dashboards
Feed Trustpilot Reviews records into your own app, CRM or spreadsheet
Monitor changes on a schedule and get alerts via webhooks
Enrich leads or research with up-to-date Trustpilot Reviews data

Automation & export

Because it runs on Apify, you can schedule it, trigger it via webhook, and pipe results into Google Sheets, S3, Zapier, Make or n8n. Every run's dataset is downloadable as CSV, JSON, JSONL, Excel or XML.